← Ligue 1 2021-22 · Sat, May 21, 07:00 PM UTC · ref: M. Lesage
The betting picturemarket vs our model, market by market
“Market” = what bookmaker prices imply after removing their margin — the world's best guess. “Model” = what our machine-learning model said BEFORE this game, replayed honestly (it never saw the result). A bet is only interesting when the model sees something meaningfully more likely than the market does (the edge) — it's never about picking the winner.
Who wins? (90 minutes)
| Outcome | Market says | Model says | Best price | Verdict |
|---|
| Olympique Lyonnais win | 50% | 58% | 1.95 | value: +14% |
| Clermont win | 26% | 22% | 3.73 | fair |
| Draw | 23% | 20% | 4.22 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Olympique Lyonnais +0.5 | 51% | 1.91 |
| Clermont +0.5 | 49% | 2.00 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Model says | Best price | Verdict |
|---|
| Over | 70% | 66% | 1.39 | fair |
| Under | 30% | 34% | 3.20 | value: +9% |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Timeline
from ESPN event data · goals, cards and shootout kicks
The match in numberswhat happened + what each side looked like walking in
Match stats
| 0 | Half-time score | 1 |
| 18 | Shots | 21 |
| 3 | On target | 5 |
| 10 | Corners | 4 |
| 10 | Fouls | 15 |
| 2 | Yellow cards | 2 |
| 0 | Red cards | 0 |
Pre-match form
What each side looked like walking in — computed only from games before this one.
Everything else we hold on this match · 1 more recorded fact — tap to expand
| venue | Stade Gabriel Montpied |